Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 93 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 12.0 KiB |
| Average record size in memory | 132.0 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 3 |
dbsscan_cluster has constant value "" | Constant |
dbscan_labels has constant value "" | Constant |
Alcohol is highly overall correlated with Color_Intensity and 4 other fields | High correlation |
Ash_Alcanity is highly overall correlated with Color_Intensity | High correlation |
Color_Intensity is highly overall correlated with Alcohol and 5 other fields | High correlation |
Flavanoids is highly overall correlated with Alcohol and 6 other fields | High correlation |
Magnesium is highly overall correlated with Alcohol and 4 other fields | High correlation |
Nonflavanoid_Phenols is highly overall correlated with kmeans_cluster | High correlation |
Proanthocyanins is highly overall correlated with Flavanoids and 1 other fields | High correlation |
Proline is highly overall correlated with Alcohol and 3 other fields | High correlation |
Total_Phenols is highly overall correlated with Alcohol and 4 other fields | High correlation |
kmeans_cluster is highly overall correlated with Flavanoids and 1 other fields | High correlation |
Malic_Acid has 1 (1.1%) zeros | Zeros |
Ash has 2 (2.2%) zeros | Zeros |
Ash_Alcanity has 1 (1.1%) zeros | Zeros |
Magnesium has 1 (1.1%) zeros | Zeros |
Color_Intensity has 1 (1.1%) zeros | Zeros |
Proline has 1 (1.1%) zeros | Zeros |
Reproduction
| Analysis started | 2023-11-29 06:57:19.532627 |
|---|---|
| Analysis finished | 2023-11-29 06:58:10.064326 |
| Duration | 50.53 seconds |
| Software version | ydata-profiling vv4.6.2 |
| Download configuration | config.json |
Alcohol
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 75 |
|---|---|
| Distinct (%) | 80.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.52962649 |
| Minimum | 0.1 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.16210526 |
| Q1 | 0.33157895 |
| median | 0.54736842 |
| Q3 | 0.71315789 |
| 95-th percentile | 0.84947368 |
| Maximum | 1 |
| Range | 0.9 |
| Interquartile range (IQR) | 0.38157895 |
Descriptive statistics
| Standard deviation | 0.2290867 |
|---|---|
| Coefficient of variation (CV) | 0.43254389 |
| Kurtosis | -1.1157615 |
| Mean | 0.52962649 |
| Median Absolute Deviation (MAD) | 0.19473684 |
| Skewness | -0.12350573 |
| Sum | 49.255263 |
| Variance | 0.052480715 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5315789474 | 4 | 4.3% |
| 0.3526315789 | 4 | 4.3% |
| 0.2763157895 | 3 | 3.2% |
| 0.3315789474 | 2 | 2.2% |
| 0.5815789474 | 2 | 2.2% |
| 0.4447368421 | 2 | 2.2% |
| 0.7973684211 | 2 | 2.2% |
| 0.2552631579 | 2 | 2.2% |
| 0.7447368421 | 2 | 2.2% |
| 0.8078947368 | 2 | 2.2% |
| Other values (65) | 68 |
| Value | Count | Frequency (%) |
| 0.1 | 1 | |
| 0.1105263158 | 1 | |
| 0.1131578947 | 1 | |
| 0.1526315789 | 1 | |
| 0.1605263158 | 1 | |
| 0.1631578947 | 1 | |
| 0.1657894737 | 1 | |
| 0.2078947368 | 2 | |
| 0.2131578947 | 1 | |
| 0.2210526316 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.8842105263 | 1 | |
| 0.8815789474 | 1 | |
| 0.8789473684 | 1 | |
| 0.8605263158 | 1 | |
| 0.8421052632 | 1 | |
| 0.8394736842 | 2 | |
| 0.8368421053 | 1 | |
| 0.8342105263 | 1 | |
| 0.8131578947 | 1 |
Malic_Acid
Real number (ℝ)
ZEROS 
| Distinct | 70 |
|---|---|
| Distinct (%) | 75.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.26884012 |
| Minimum | 0 |
|---|---|
| Maximum | 0.80224719 |
| Zeros | 1 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.055280899 |
| Q1 | 0.1752809 |
| median | 0.22247191 |
| Q3 | 0.28764045 |
| 95-th percentile | 0.70921348 |
| Maximum | 0.80224719 |
| Range | 0.80224719 |
| Interquartile range (IQR) | 0.11235955 |
Descriptive statistics
| Standard deviation | 0.17927508 |
|---|---|
| Coefficient of variation (CV) | 0.66684644 |
| Kurtosis | 2.0403336 |
| Mean | 0.26884012 |
| Median Absolute Deviation (MAD) | 0.051685393 |
| Skewness | 1.5601626 |
| Sum | 25.002132 |
| Variance | 0.032139554 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2224719101 | 5 | 5.4% |
| 0.2404494382 | 4 | 4.3% |
| 0.208988764 | 3 | 3.2% |
| 0.195505618 | 2 | 2.2% |
| 0.08764044944 | 2 | 2.2% |
| 0.204494382 | 2 | 2.2% |
| 0.206741573 | 2 | 2.2% |
| 0.1707865169 | 2 | 2.2% |
| 0.2112359551 | 2 | 2.2% |
| 0.2606741573 | 2 | 2.2% |
| Other values (60) | 67 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.03370786517 | 1 | |
| 0.03595505618 | 1 | |
| 0.0404494382 | 1 | |
| 0.05393258427 | 1 | |
| 0.05617977528 | 1 | |
| 0.0606741573 | 1 | |
| 0.08764044944 | 2 | |
| 0.09662921348 | 1 | |
| 0.1056179775 | 1 |
| Value | Count | Frequency (%) |
| 0.802247191 | 1 | |
| 0.8 | 1 | |
| 0.7415730337 | 1 | |
| 0.7303370787 | 1 | |
| 0.7280898876 | 1 | |
| 0.6966292135 | 1 | |
| 0.6876404494 | 1 | |
| 0.6741573034 | 1 | |
| 0.6404494382 | 1 | |
| 0.604494382 | 1 |
Ash
Real number (ℝ)
ZEROS 
| Distinct | 57 |
|---|---|
| Distinct (%) | 61.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.51322052 |
| Minimum | 0 |
|---|---|
| Maximum | 0.95901639 |
| Zeros | 2 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.16721311 |
| Q1 | 0.36065574 |
| median | 0.5 |
| Q3 | 0.68032787 |
| 95-th percentile | 0.81967213 |
| Maximum | 0.95901639 |
| Range | 0.95901639 |
| Interquartile range (IQR) | 0.31967213 |
Descriptive statistics
| Standard deviation | 0.22148311 |
|---|---|
| Coefficient of variation (CV) | 0.43155544 |
| Kurtosis | -0.48333452 |
| Mean | 0.51322052 |
| Median Absolute Deviation (MAD) | 0.1557377 |
| Skewness | -0.25981162 |
| Sum | 47.729508 |
| Variance | 0.049054766 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4918032787 | 4 | 4.3% |
| 0.3852459016 | 3 | 3.2% |
| 0.6229508197 | 3 | 3.2% |
| 0.8196721311 | 3 | 3.2% |
| 0.1803278689 | 3 | 3.2% |
| 0.4754098361 | 3 | 3.2% |
| 0.3442622951 | 3 | 3.2% |
| 0.5409836066 | 3 | 3.2% |
| 0.3278688525 | 2 | 2.2% |
| 0.6639344262 | 2 | 2.2% |
| Other values (47) | 64 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.008196721311 | 1 | 1.1% |
| 0.09836065574 | 1 | 1.1% |
| 0.1475409836 | 1 | 1.1% |
| 0.1803278689 | 3 | |
| 0.1967213115 | 1 | 1.1% |
| 0.2049180328 | 1 | 1.1% |
| 0.2295081967 | 2 | |
| 0.237704918 | 1 | 1.1% |
| 0.2459016393 | 2 |
| Value | Count | Frequency (%) |
| 0.9590163934 | 1 | 1.1% |
| 0.9344262295 | 1 | 1.1% |
| 0.9016393443 | 1 | 1.1% |
| 0.8360655738 | 1 | 1.1% |
| 0.8196721311 | 3 | |
| 0.8032786885 | 2 | |
| 0.7950819672 | 2 | |
| 0.7786885246 | 2 | |
| 0.7540983607 | 2 | |
| 0.7459016393 | 2 |
Ash_Alcanity
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 48 |
|---|---|
| Distinct (%) | 51.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.46112848 |
| Minimum | 0 |
|---|---|
| Maximum | 0.93670886 |
| Zeros | 1 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.22278481 |
| Q1 | 0.32278481 |
| median | 0.46835443 |
| Q3 | 0.55696203 |
| 95-th percentile | 0.79493671 |
| Maximum | 0.93670886 |
| Range | 0.93670886 |
| Interquartile range (IQR) | 0.23417722 |
Descriptive statistics
| Standard deviation | 0.17745576 |
|---|---|
| Coefficient of variation (CV) | 0.38482931 |
| Kurtosis | 0.19117554 |
| Mean | 0.46112848 |
| Median Absolute Deviation (MAD) | 0.12025316 |
| Skewness | 0.27322797 |
| Sum | 42.884948 |
| Variance | 0.031490545 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3037974684 | 9 | 9.7% |
| 0.4936708861 | 8 | 8.6% |
| 0.6202531646 | 6 | 6.5% |
| 0.4303797468 | 6 | 6.5% |
| 0.5569620253 | 4 | 4.3% |
| 0.3797468354 | 3 | 3.2% |
| 0.7151898734 | 3 | 3.2% |
| 0.4810126582 | 3 | 3.2% |
| 0.5886075949 | 3 | 3.2% |
| 0.3544303797 | 3 | 3.2% |
| Other values (38) | 45 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.07594936709 | 1 | |
| 0.1265822785 | 1 | |
| 0.1772151899 | 1 | |
| 0.2151898734 | 1 | |
| 0.2278481013 | 1 | |
| 0.2405063291 | 1 | |
| 0.253164557 | 2 | |
| 0.2721518987 | 2 | |
| 0.2784810127 | 1 |
| Value | Count | Frequency (%) |
| 0.9367088608 | 1 | 1.1% |
| 0.8734177215 | 1 | 1.1% |
| 0.8417721519 | 1 | 1.1% |
| 0.8101265823 | 2 | |
| 0.7848101266 | 1 | 1.1% |
| 0.7341772152 | 1 | 1.1% |
| 0.7151898734 | 3 | |
| 0.6835443038 | 1 | 1.1% |
| 0.6582278481 | 1 | 1.1% |
| 0.6518987342 | 1 | 1.1% |
Magnesium
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 42 |
|---|---|
| Distinct (%) | 45.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.43682216 |
| Minimum | 0 |
|---|---|
| Maximum | 0.90625 |
| Zeros | 1 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.15625 |
| Q1 | 0.28125 |
| median | 0.421875 |
| Q3 | 0.546875 |
| 95-th percentile | 0.7625 |
| Maximum | 0.90625 |
| Range | 0.90625 |
| Interquartile range (IQR) | 0.265625 |
Descriptive statistics
| Standard deviation | 0.19180348 |
|---|---|
| Coefficient of variation (CV) | 0.43908826 |
| Kurtosis | -0.24344016 |
| Mean | 0.43682216 |
| Median Absolute Deviation (MAD) | 0.140625 |
| Skewness | 0.40449631 |
| Sum | 40.624461 |
| Variance | 0.036788576 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.25 | 7 | 7.5% |
| 0.4375 | 5 | 5.4% |
| 0.28125 | 5 | 5.4% |
| 0.375 | 5 | 5.4% |
| 0.40625 | 4 | 4.3% |
| 0.484375 | 4 | 4.3% |
| 0.75 | 3 | 3.2% |
| 0.421875 | 3 | 3.2% |
| 0.578125 | 3 | 3.2% |
| 0.234375 | 3 | 3.2% |
| Other values (32) | 51 |
| Value | Count | Frequency (%) |
| 0 | 1 | 1.1% |
| 0.125 | 3 | |
| 0.15625 | 2 | 2.2% |
| 0.1875 | 1 | 1.1% |
| 0.21875 | 2 | 2.2% |
| 0.234375 | 3 | |
| 0.25 | 7 | |
| 0.265625 | 3 | |
| 0.28125 | 5 | |
| 0.296875 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 0.90625 | 1 | 1.1% |
| 0.890625 | 1 | 1.1% |
| 0.875 | 1 | 1.1% |
| 0.796875 | 1 | 1.1% |
| 0.78125 | 1 | 1.1% |
| 0.75 | 3 | |
| 0.734375 | 1 | 1.1% |
| 0.71875 | 2 | |
| 0.703125 | 1 | 1.1% |
| 0.671875 | 1 | 1.1% |
Total_Phenols
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 53 |
|---|---|
| Distinct (%) | 57.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.54453096 |
| Minimum | 0.13793103 |
|---|---|
| Maximum | 0.98965517 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.13793103 |
|---|---|
| 5-th percentile | 0.31241379 |
| Q1 | 0.42758621 |
| median | 0.55862069 |
| Q3 | 0.64827586 |
| 95-th percentile | 0.77241379 |
| Maximum | 0.98965517 |
| Range | 0.85172414 |
| Interquartile range (IQR) | 0.22068966 |
Descriptive statistics
| Standard deviation | 0.15283316 |
|---|---|
| Coefficient of variation (CV) | 0.28066936 |
| Kurtosis | 0.15716543 |
| Mean | 0.54453096 |
| Median Absolute Deviation (MAD) | 0.10344828 |
| Skewness | -0.078305495 |
| Sum | 50.641379 |
| Variance | 0.023357973 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4206896552 | 6 | 6.5% |
| 0.6965517241 | 6 | 6.5% |
| 0.6275862069 | 5 | 5.4% |
| 0.5586206897 | 5 | 5.4% |
| 0.5068965517 | 4 | 4.3% |
| 0.3517241379 | 3 | 3.2% |
| 0.524137931 | 3 | 3.2% |
| 0.6793103448 | 3 | 3.2% |
| 0.6448275862 | 3 | 3.2% |
| 0.4965517241 | 3 | 3.2% |
| Other values (43) | 52 |
| Value | Count | Frequency (%) |
| 0.1379310345 | 1 | |
| 0.2172413793 | 1 | |
| 0.2310344828 | 1 | |
| 0.275862069 | 1 | |
| 0.3103448276 | 1 | |
| 0.3137931034 | 1 | |
| 0.3172413793 | 1 | |
| 0.324137931 | 1 | |
| 0.3344827586 | 2 | |
| 0.3448275862 | 1 |
| Value | Count | Frequency (%) |
| 0.9896551724 | 1 | 1.1% |
| 0.8689655172 | 1 | 1.1% |
| 0.8 | 1 | 1.1% |
| 0.7896551724 | 1 | 1.1% |
| 0.7827586207 | 1 | 1.1% |
| 0.7655172414 | 1 | 1.1% |
| 0.7586206897 | 1 | 1.1% |
| 0.7482758621 | 1 | 1.1% |
| 0.7310344828 | 1 | 1.1% |
| 0.6965517241 | 6 |
Flavanoids
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 73 |
|---|---|
| Distinct (%) | 78.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4661313 |
| Minimum | 0.25949367 |
|---|---|
| Maximum | 0.66455696 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.25949367 |
|---|---|
| 5-th percentile | 0.27172996 |
| Q1 | 0.37341772 |
| median | 0.48734177 |
| Q3 | 0.55696203 |
| 95-th percentile | 0.61983122 |
| Maximum | 0.66455696 |
| Range | 0.40506329 |
| Interquartile range (IQR) | 0.1835443 |
Descriptive statistics
| Standard deviation | 0.11240312 |
|---|---|
| Coefficient of variation (CV) | 0.24114046 |
| Kurtosis | -1.0083772 |
| Mean | 0.4661313 |
| Median Absolute Deviation (MAD) | 0.082278481 |
| Skewness | -0.31314517 |
| Sum | 43.350211 |
| Variance | 0.012634461 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4873417722 | 4 | 4.3% |
| 0.2742616034 | 2 | 2.2% |
| 0.4936708861 | 2 | 2.2% |
| 0.2848101266 | 2 | 2.2% |
| 0.2974683544 | 2 | 2.2% |
| 0.3565400844 | 2 | 2.2% |
| 0.4071729958 | 2 | 2.2% |
| 0.5611814346 | 2 | 2.2% |
| 0.5443037975 | 2 | 2.2% |
| 0.5970464135 | 2 | 2.2% |
| Other values (63) | 71 |
| Value | Count | Frequency (%) |
| 0.2594936709 | 1 | |
| 0.2616033755 | 1 | |
| 0.2637130802 | 1 | |
| 0.2658227848 | 1 | |
| 0.2679324895 | 1 | |
| 0.2742616034 | 2 | |
| 0.2848101266 | 2 | |
| 0.2974683544 | 2 | |
| 0.2995780591 | 1 | |
| 0.305907173 | 1 |
| Value | Count | Frequency (%) |
| 0.664556962 | 1 | |
| 0.6434599156 | 2 | |
| 0.6286919831 | 1 | |
| 0.6223628692 | 1 | |
| 0.6181434599 | 1 | |
| 0.6139240506 | 1 | |
| 0.611814346 | 1 | |
| 0.6097046414 | 1 | |
| 0.6012658228 | 1 | |
| 0.5991561181 | 1 |
Nonflavanoid_Phenols
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 24 |
|---|---|
| Distinct (%) | 25.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.32318929 |
| Minimum | 0.075471698 |
|---|---|
| Maximum | 0.66037736 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.075471698 |
|---|---|
| 5-th percentile | 0.14339623 |
| Q1 | 0.24528302 |
| median | 0.30188679 |
| Q3 | 0.39622642 |
| 95-th percentile | 0.54716981 |
| Maximum | 0.66037736 |
| Range | 0.58490566 |
| Interquartile range (IQR) | 0.1509434 |
Descriptive statistics
| Standard deviation | 0.13108222 |
|---|---|
| Coefficient of variation (CV) | 0.40558962 |
| Kurtosis | -0.18451666 |
| Mean | 0.32318929 |
| Median Absolute Deviation (MAD) | 0.094339623 |
| Skewness | 0.47833189 |
| Sum | 30.056604 |
| Variance | 0.017182548 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2452830189 | 10 | 10.8% |
| 0.320754717 | 8 | 8.6% |
| 0.3962264151 | 7 | 7.5% |
| 0.3018867925 | 7 | 7.5% |
| 0.2641509434 | 6 | 6.5% |
| 0.358490566 | 6 | 6.5% |
| 0.4528301887 | 6 | 6.5% |
| 0.1509433962 | 5 | 5.4% |
| 0.1698113208 | 5 | 5.4% |
| 0.5471698113 | 4 | 4.3% |
| Other values (14) | 29 |
| Value | Count | Frequency (%) |
| 0.07547169811 | 2 | 2.2% |
| 0.1132075472 | 1 | 1.1% |
| 0.1320754717 | 2 | 2.2% |
| 0.1509433962 | 5 | |
| 0.1698113208 | 5 | |
| 0.2075471698 | 4 | 4.3% |
| 0.2264150943 | 2 | 2.2% |
| 0.2452830189 | 10 | |
| 0.2641509434 | 6 | |
| 0.2830188679 | 4 | 4.3% |
| Value | Count | Frequency (%) |
| 0.6603773585 | 2 | 2.2% |
| 0.6037735849 | 1 | 1.1% |
| 0.5660377358 | 1 | 1.1% |
| 0.5471698113 | 4 | |
| 0.5094339623 | 3 | |
| 0.4905660377 | 3 | |
| 0.4528301887 | 6 | |
| 0.4150943396 | 1 | 1.1% |
| 0.3962264151 | 7 | |
| 0.3773584906 | 1 | 1.1% |
Proanthocyanins
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 62 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.53248999 |
| Minimum | 0.1254902 |
|---|---|
| Maximum | 0.98039216 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.1254902 |
|---|---|
| 5-th percentile | 0.30666667 |
| Q1 | 0.40392157 |
| median | 0.50196078 |
| Q3 | 0.62745098 |
| 95-th percentile | 0.80627451 |
| Maximum | 0.98039216 |
| Range | 0.85490196 |
| Interquartile range (IQR) | 0.22352941 |
Descriptive statistics
| Standard deviation | 0.17026589 |
|---|---|
| Coefficient of variation (CV) | 0.31975416 |
| Kurtosis | 0.15149962 |
| Mean | 0.53248999 |
| Median Absolute Deviation (MAD) | 0.11372549 |
| Skewness | 0.47013194 |
| Sum | 49.521569 |
| Variance | 0.028990472 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4901960784 | 4 | 4.3% |
| 0.6156862745 | 4 | 4.3% |
| 0.4117647059 | 4 | 4.3% |
| 0.368627451 | 4 | 4.3% |
| 0.6549019608 | 3 | 3.2% |
| 0.6117647059 | 3 | 3.2% |
| 0.7725490196 | 3 | 3.2% |
| 0.5725490196 | 3 | 3.2% |
| 0.737254902 | 2 | 2.2% |
| 0.6352941176 | 2 | 2.2% |
| Other values (52) | 61 |
| Value | Count | Frequency (%) |
| 0.1254901961 | 1 | 1.1% |
| 0.2431372549 | 2 | |
| 0.2470588235 | 1 | 1.1% |
| 0.2901960784 | 1 | 1.1% |
| 0.3176470588 | 1 | 1.1% |
| 0.3294117647 | 2 | |
| 0.3411764706 | 1 | 1.1% |
| 0.3529411765 | 1 | 1.1% |
| 0.3647058824 | 1 | 1.1% |
| 0.368627451 | 4 |
| Value | Count | Frequency (%) |
| 0.9803921569 | 2 | |
| 0.9411764706 | 1 | 1.1% |
| 0.9215686275 | 1 | 1.1% |
| 0.8156862745 | 1 | 1.1% |
| 0.8 | 1 | 1.1% |
| 0.7725490196 | 3 | |
| 0.7607843137 | 1 | 1.1% |
| 0.7568627451 | 1 | 1.1% |
| 0.737254902 | 2 | |
| 0.7333333333 | 1 | 1.1% |
Color_Intensity
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 75 |
|---|---|
| Distinct (%) | 80.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.31871713 |
| Minimum | 0 |
|---|---|
| Maximum | 0.70562771 |
| Zeros | 1 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.084415584 |
| Q1 | 0.17532468 |
| median | 0.32142857 |
| Q3 | 0.42965368 |
| 95-th percentile | 0.59848485 |
| Maximum | 0.70562771 |
| Range | 0.70562771 |
| Interquartile range (IQR) | 0.254329 |
Descriptive statistics
| Standard deviation | 0.16295593 |
|---|---|
| Coefficient of variation (CV) | 0.51128701 |
| Kurtosis | -0.76075216 |
| Mean | 0.31871713 |
| Median Absolute Deviation (MAD) | 0.14177489 |
| Skewness | 0.25750303 |
| Sum | 29.640693 |
| Variance | 0.026554634 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1428571429 | 4 | 4.3% |
| 0.1645021645 | 3 | 3.2% |
| 0.3593073593 | 3 | 3.2% |
| 0.2727272727 | 3 | 3.2% |
| 0.4134199134 | 3 | 3.2% |
| 0.4675324675 | 2 | 2.2% |
| 0.5324675325 | 2 | 2.2% |
| 0.3484848485 | 2 | 2.2% |
| 0.1753246753 | 2 | 2.2% |
| 0.2294372294 | 2 | 2.2% |
| Other values (65) | 67 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.04978354978 | 1 | |
| 0.07251082251 | 1 | |
| 0.07792207792 | 1 | |
| 0.08441558442 | 2 | |
| 0.09090909091 | 1 | |
| 0.09415584416 | 1 | |
| 0.09956709957 | 1 | |
| 0.1266233766 | 1 | |
| 0.132034632 | 1 |
| Value | Count | Frequency (%) |
| 0.7056277056 | 1 | |
| 0.6515151515 | 1 | |
| 0.6428571429 | 1 | |
| 0.6406926407 | 1 | |
| 0.6082251082 | 1 | |
| 0.591991342 | 1 | |
| 0.5519480519 | 1 | |
| 0.5432900433 | 1 | |
| 0.5378787879 | 1 | |
| 0.5324675325 | 2 |
Hue
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | 50.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.59660791 |
| Minimum | 0.25773196 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.25773196 |
|---|---|
| 5-th percentile | 0.3257732 |
| Q1 | 0.4742268 |
| median | 0.59793814 |
| Q3 | 0.70103093 |
| 95-th percentile | 0.86391753 |
| Maximum | 1 |
| Range | 0.74226804 |
| Interquartile range (IQR) | 0.22680412 |
Descriptive statistics
| Standard deviation | 0.16279285 |
|---|---|
| Coefficient of variation (CV) | 0.27286405 |
| Kurtosis | -0.40381945 |
| Mean | 0.59660791 |
| Median Absolute Deviation (MAD) | 0.11340206 |
| Skewness | 0.068420587 |
| Sum | 55.484536 |
| Variance | 0.026501513 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5773195876 | 6 | 6.5% |
| 0.7731958763 | 5 | 5.4% |
| 0.6597938144 | 5 | 5.4% |
| 0.6082474227 | 4 | 4.3% |
| 0.6288659794 | 4 | 4.3% |
| 0.3917525773 | 3 | 3.2% |
| 0.7319587629 | 3 | 3.2% |
| 0.5979381443 | 3 | 3.2% |
| 0.4432989691 | 2 | 2.2% |
| 0.412371134 | 2 | 2.2% |
| Other values (37) | 56 |
| Value | Count | Frequency (%) |
| 0.2577319588 | 1 | 1.1% |
| 0.2783505155 | 2 | |
| 0.3195876289 | 2 | |
| 0.3298969072 | 2 | |
| 0.3505154639 | 1 | 1.1% |
| 0.3917525773 | 3 | |
| 0.4020618557 | 1 | 1.1% |
| 0.412371134 | 2 | |
| 0.4226804124 | 2 | |
| 0.4329896907 | 1 | 1.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | 1.1% |
| 0.9278350515 | 1 | 1.1% |
| 0.9072164948 | 2 | 2.2% |
| 0.8762886598 | 1 | 1.1% |
| 0.8556701031 | 2 | 2.2% |
| 0.824742268 | 1 | 1.1% |
| 0.8144329897 | 1 | 1.1% |
| 0.793814433 | 2 | 2.2% |
| 0.7835051546 | 1 | 1.1% |
| 0.7731958763 | 5 |
OD280
Real number (ℝ)
| Distinct | 72 |
|---|---|
| Distinct (%) | 77.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.65587459 |
| Minimum | 0.31868132 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0.31868132 |
|---|---|
| 5-th percentile | 0.38095238 |
| Q1 | 0.55311355 |
| median | 0.66300366 |
| Q3 | 0.76923077 |
| 95-th percentile | 0.86593407 |
| Maximum | 1 |
| Range | 0.68131868 |
| Interquartile range (IQR) | 0.21611722 |
Descriptive statistics
| Standard deviation | 0.14870109 |
|---|---|
| Coefficient of variation (CV) | 0.22672183 |
| Kurtosis | -0.44095278 |
| Mean | 0.65587459 |
| Median Absolute Deviation (MAD) | 0.10989011 |
| Skewness | -0.12973339 |
| Sum | 60.996337 |
| Variance | 0.022112013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5531135531 | 4 | 4.3% |
| 0.695970696 | 3 | 3.2% |
| 0.5860805861 | 3 | 3.2% |
| 0.7545787546 | 3 | 3.2% |
| 0.7106227106 | 2 | 2.2% |
| 0.6080586081 | 2 | 2.2% |
| 0.5787545788 | 2 | 2.2% |
| 0.8461538462 | 2 | 2.2% |
| 0.6923076923 | 2 | 2.2% |
| 0.619047619 | 2 | 2.2% |
| Other values (62) | 68 |
| Value | Count | Frequency (%) |
| 0.3186813187 | 1 | |
| 0.3516483516 | 1 | |
| 0.3626373626 | 1 | |
| 0.3772893773 | 1 | |
| 0.380952381 | 2 | |
| 0.4212454212 | 1 | |
| 0.4285714286 | 1 | |
| 0.4358974359 | 1 | |
| 0.4432234432 | 1 | |
| 0.4542124542 | 1 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9706959707 | 1 | |
| 0.9340659341 | 1 | |
| 0.8937728938 | 1 | |
| 0.8681318681 | 1 | |
| 0.8644688645 | 1 | |
| 0.8498168498 | 1 | |
| 0.8461538462 | 2 | |
| 0.8424908425 | 1 | |
| 0.8351648352 | 1 |
Proline
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 75 |
|---|---|
| Distinct (%) | 80.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.38613808 |
| Minimum | 0 |
|---|---|
| Maximum | 0.88231098 |
| Zeros | 1 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.046932953 |
| Q1 | 0.15977175 |
| median | 0.35805991 |
| Q3 | 0.56134094 |
| 95-th percentile | 0.75891583 |
| Maximum | 0.88231098 |
| Range | 0.88231098 |
| Interquartile range (IQR) | 0.40156919 |
Descriptive statistics
| Standard deviation | 0.24510013 |
|---|---|
| Coefficient of variation (CV) | 0.63474737 |
| Kurtosis | -1.1159596 |
| Mean | 0.38613808 |
| Median Absolute Deviation (MAD) | 0.20328103 |
| Skewness | 0.200455 |
| Sum | 35.910842 |
| Variance | 0.060074076 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2867332382 | 3 | 3.2% |
| 0.5399429387 | 3 | 3.2% |
| 0.5613409415 | 2 | 2.2% |
| 0.4044222539 | 2 | 2.2% |
| 0.1654778887 | 2 | 2.2% |
| 0.5577746077 | 2 | 2.2% |
| 0.5042796006 | 2 | 2.2% |
| 0.1069900143 | 2 | 2.2% |
| 0.1547788873 | 2 | 2.2% |
| 0.2025677603 | 2 | 2.2% |
| Other values (65) | 71 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.008559201141 | 1 | |
| 0.0242510699 | 1 | |
| 0.0335235378 | 1 | |
| 0.04564907275 | 1 | |
| 0.04778887304 | 1 | |
| 0.05492154066 | 1 | |
| 0.07132667618 | 1 | |
| 0.0727532097 | 2 | |
| 0.08131241084 | 1 |
| Value | Count | Frequency (%) |
| 0.8823109843 | 1 | |
| 0.8787446505 | 1 | |
| 0.8573466476 | 1 | |
| 0.8359486448 | 1 | |
| 0.7824536377 | 1 | |
| 0.7432239658 | 1 | |
| 0.7360912981 | 1 | |
| 0.7253922967 | 1 | |
| 0.7218259629 | 1 | |
| 0.7182596291 | 2 |
kmeans_cluster
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 93 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 1 | 11 | 11.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 1 | 11 | 11.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 1 | 11 | 11.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 93 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 1 | 11 | 11.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 93 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 1 | 11 | 11.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 93 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 82 | |
| 1 | 11 | 11.8% |
dbsscan_cluster
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 93 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 93 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 93 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 93 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 93 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 93 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 93 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 93 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 93 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 93 |
dbscan_labels
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 93 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 93 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 93 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 93 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 93 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 93 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 93 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 93 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 93 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 93 |
| Alcohol | Ash | Ash_Alcanity | Color_Intensity | Flavanoids | Hue | Magnesium | Malic_Acid | Nonflavanoid_Phenols | OD280 | Proanthocyanins | Proline | Total_Phenols | kmeans_cluster | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Alcohol | 1.000 | 0.281 | -0.493 | 0.783 | 0.637 | 0.053 | 0.599 | 0.177 | -0.348 | 0.290 | 0.322 | 0.717 | 0.525 | 0.431 |
| Ash | 0.281 | 1.000 | 0.155 | 0.284 | 0.304 | 0.109 | 0.411 | 0.180 | 0.109 | 0.129 | 0.139 | 0.410 | 0.275 | 0.000 |
| Ash_Alcanity | -0.493 | 0.155 | 1.000 | -0.581 | -0.423 | -0.077 | -0.393 | 0.014 | 0.363 | -0.171 | -0.250 | -0.470 | -0.305 | 0.498 |
| Color_Intensity | 0.783 | 0.284 | -0.581 | 1.000 | 0.762 | 0.040 | 0.607 | 0.118 | -0.407 | 0.206 | 0.413 | 0.774 | 0.618 | 0.489 |
| Flavanoids | 0.637 | 0.304 | -0.423 | 0.762 | 1.000 | -0.084 | 0.538 | 0.221 | -0.495 | 0.356 | 0.639 | 0.573 | 0.875 | 0.806 |
| Hue | 0.053 | 0.109 | -0.077 | 0.040 | -0.084 | 1.000 | -0.036 | -0.441 | 0.024 | -0.249 | -0.142 | 0.086 | -0.173 | 0.348 |
| Magnesium | 0.599 | 0.411 | -0.393 | 0.607 | 0.538 | -0.036 | 1.000 | 0.272 | -0.173 | 0.180 | 0.261 | 0.567 | 0.529 | 0.388 |
| Malic_Acid | 0.177 | 0.180 | 0.014 | 0.118 | 0.221 | -0.441 | 0.272 | 1.000 | -0.033 | 0.265 | 0.040 | 0.213 | 0.271 | 0.000 |
| Nonflavanoid_Phenols | -0.348 | 0.109 | 0.363 | -0.407 | -0.495 | 0.024 | -0.173 | -0.033 | 1.000 | -0.423 | -0.355 | -0.242 | -0.440 | 0.742 |
| OD280 | 0.290 | 0.129 | -0.171 | 0.206 | 0.356 | -0.249 | 0.180 | 0.265 | -0.423 | 1.000 | 0.266 | 0.172 | 0.390 | 0.302 |
| Proanthocyanins | 0.322 | 0.139 | -0.250 | 0.413 | 0.639 | -0.142 | 0.261 | 0.040 | -0.355 | 0.266 | 1.000 | 0.256 | 0.512 | 0.141 |
| Proline | 0.717 | 0.410 | -0.470 | 0.774 | 0.573 | 0.086 | 0.567 | 0.213 | -0.242 | 0.172 | 0.256 | 1.000 | 0.454 | 0.463 |
| Total_Phenols | 0.525 | 0.275 | -0.305 | 0.618 | 0.875 | -0.173 | 0.529 | 0.271 | -0.440 | 0.390 | 0.512 | 0.454 | 1.000 | 0.431 |
| kmeans_cluster | 0.431 | 0.000 | 0.498 | 0.489 | 0.806 | 0.348 | 0.388 | 0.000 | 0.742 | 0.302 | 0.141 | 0.463 | 0.431 | 1.000 |
| Alcohol | Malic_Acid | Ash | Ash_Alcanity | Magnesium | Total_Phenols | Flavanoids | Nonflavanoid_Phenols | Proanthocyanins | Color_Intensity | Hue | OD280 | Proline | kmeans_cluster | dbsscan_cluster | dbscan_labels | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.842105 | 0.217978 | 0.598361 | 0.278481 | 0.890625 | 0.627586 | 0.573840 | 0.283019 | 0.737255 | 0.471861 | 0.577320 | 0.970696 | 0.561341 | 0 | 0 | 0 |
| 1 | 0.571053 | 0.233708 | 0.360656 | 0.000000 | 0.468750 | 0.575862 | 0.510549 | 0.245283 | 0.341176 | 0.335498 | 0.587629 | 0.780220 | 0.550642 | 0 | 0 | 0 |
| 2 | 0.560526 | 0.364045 | 0.795082 | 0.468354 | 0.484375 | 0.627586 | 0.611814 | 0.320755 | 0.941176 | 0.476190 | 0.567010 | 0.695971 | 0.646933 | 0 | 0 | 0 |
| 3 | 0.878947 | 0.271910 | 0.655738 | 0.354430 | 0.671875 | 0.989655 | 0.664557 | 0.207547 | 0.694118 | 0.705628 | 0.391753 | 0.798535 | 0.857347 | 0 | 0 | 0 |
| 4 | 0.581579 | 0.415730 | 0.959016 | 0.620253 | 0.750000 | 0.627586 | 0.495781 | 0.490566 | 0.552941 | 0.329004 | 0.577320 | 0.608059 | 0.325963 | 0 | 0 | 0 |
| 5 | 0.834211 | 0.229213 | 0.614754 | 0.253165 | 0.656250 | 0.789655 | 0.643460 | 0.396226 | 0.611765 | 0.591991 | 0.587629 | 0.578755 | 0.835949 | 0 | 0 | 0 |
| 6 | 0.884211 | 0.253933 | 0.614754 | 0.215190 | 0.406250 | 0.524138 | 0.459916 | 0.320755 | 0.615686 | 0.429654 | 0.556701 | 0.846154 | 0.721826 | 0 | 0 | 0 |
| 7 | 0.797368 | 0.316854 | 0.745902 | 0.405063 | 0.796875 | 0.558621 | 0.457806 | 0.339623 | 0.329412 | 0.408009 | 0.597938 | 0.846154 | 0.725392 | 0 | 0 | 0 |
| 8 | 1.000000 | 0.202247 | 0.385246 | 0.177215 | 0.421875 | 0.627586 | 0.556962 | 0.301887 | 0.615686 | 0.424242 | 0.618557 | 0.578755 | 0.547076 | 0 | 0 | 0 |
| 9 | 0.744737 | 0.137079 | 0.467213 | 0.303797 | 0.437500 | 0.689655 | 0.592827 | 0.169811 | 0.564706 | 0.642857 | 0.546392 | 0.835165 | 0.547076 | 0 | 0 | 0 |
| Alcohol | Malic_Acid | Ash | Ash_Alcanity | Magnesium | Total_Phenols | Flavanoids | Nonflavanoid_Phenols | Proanthocyanins | Color_Intensity | Hue | OD280 | Proline | kmeans_cluster | dbsscan_cluster | dbscan_labels | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 113 | 0.100000 | 0.000000 | 0.655738 | 0.620253 | 0.281250 | 0.517241 | 0.352321 | 0.547170 | 0.403922 | 0.194805 | 0.639175 | 0.380952 | 0.111270 | 1 | 0 | 0 |
| 116 | 0.207895 | 0.164045 | 0.237705 | 0.607595 | 0.250000 | 0.344828 | 0.265823 | 0.320755 | 0.439216 | 0.072511 | 0.484536 | 0.754579 | 0.154779 | 0 | 0 | 0 |
| 117 | 0.365789 | 0.195506 | 0.401639 | 0.715190 | 0.593750 | 0.351724 | 0.369198 | 0.396226 | 0.470588 | 0.084416 | 0.597938 | 0.619048 | 0.047789 | 0 | 0 | 0 |
| 119 | 0.255263 | 0.604494 | 0.245902 | 0.493671 | 0.265625 | 0.351724 | 0.274262 | 0.452830 | 0.572549 | 0.000000 | 0.463918 | 0.652015 | 0.203994 | 1 | 0 | 0 |
| 120 | 0.110526 | 0.373034 | 0.590164 | 0.556962 | 0.406250 | 0.662069 | 0.516878 | 0.358491 | 0.556863 | 0.213203 | 0.329897 | 0.776557 | 0.247504 | 0 | 0 | 0 |
| 123 | 0.531579 | 0.345952 | 0.352459 | 0.651899 | 0.250000 | 0.565517 | 0.487342 | 0.320755 | 0.627451 | 0.142857 | 0.257732 | 0.670330 | 0.072753 | 0 | 0 | 0 |
| 124 | 0.221053 | 0.802247 | 0.565574 | 0.620253 | 0.187500 | 0.648276 | 0.567511 | 0.150943 | 0.980392 | 0.164502 | 0.278351 | 0.868132 | 0.072753 | 0 | 0 | 0 |
| 125 | 0.273684 | 0.319101 | 0.385246 | 0.620253 | 0.234375 | 0.558621 | 0.487342 | 0.452830 | 0.368627 | 0.160173 | 0.391753 | 0.736264 | 0.071327 | 0 | 0 | 0 |
| 128 | 0.352632 | 0.200000 | 0.491803 | 0.841772 | 0.281250 | 0.427586 | 0.445148 | 0.509434 | 0.584314 | 0.090909 | 0.422680 | 0.553114 | 0.045649 | 0 | 0 | 0 |
| 129 | 0.265789 | 0.800000 | 0.557377 | 0.683544 | 0.156250 | 0.386207 | 0.297468 | 0.547170 | 0.368627 | 0.142857 | 0.319588 | 0.476190 | 0.215407 | 1 | 0 | 0 |